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Time-window-based combined objective DE algorithm for hybrid flow-shop
Han ZH(韩忠华); Shi HB(史海波); Yao LL(姚丽丽)
作者部门数字工厂研究室
关键词Evolutionary Algorithms Global Optimization Production Control Production Engineering Scheduling
发表期刊International Journal of Modelling, Identification and Control
ISSN1746-6172
2014
卷号21期号:3页码:295-305
收录类别EI
EI收录号20141917693229
产权排序1
摘要In this paper, a time-window-based hybrid flow-shop scheduling model is presented for manufacturing enterprise for solving production scheduling optimisation problem in the rolling production process. Time window deviation sum and the earliness/tardiness (E/T) penalty sum's optimisation goal are modelled, and differential evolution (DE) global optimisation algorithm is used to conduct the global optimisation. The assigned tasks to determine a job's machining path in the time window frame can be finished in each stage. The hybrid flow-shop scheduling optimisation method based on time window can improve the equipment utilisation and reduce scheduling conflict situations. Our time-window-based hybrid flow-shop scheduling optimisation method is evaluated by multiple sets of programs' numerical analysis, and the results show that the proposed approach can meet the requirement of business rolling production scheduling very well.Copyright
语种英语
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/15062
专题数字工厂研究室
通讯作者Han ZH(韩忠华)
作者单位1.Department of Digital Factory, Shenyang Institute of Automation, CAS, Shenyang 110016, China
2.University of Chinese Academy of Sciences, Beijing 100049, China
3.Faculty of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, 110168, China
推荐引用方式
GB/T 7714
Han ZH,Shi HB,Yao LL. Time-window-based combined objective DE algorithm for hybrid flow-shop[J]. International Journal of Modelling, Identification and Control,2014,21(3):295-305.
APA Han ZH,Shi HB,&Yao LL.(2014).Time-window-based combined objective DE algorithm for hybrid flow-shop.International Journal of Modelling, Identification and Control,21(3),295-305.
MLA Han ZH,et al."Time-window-based combined objective DE algorithm for hybrid flow-shop".International Journal of Modelling, Identification and Control 21.3(2014):295-305.
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